Artificial Intelligence and Machine Learning
Learn about the important concepts of machine learning algorithms through this.
Online
12 Weeks
1,20,000 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Course Overview
The Artificial Intelligence and Machine Learning Online Course is a 12 weeks long course that discusses the industrial applications of Machine Learning Algorithms(MLAs) in contemporary times. The course will help learners familiarize themselves with the techniques of deep learning and neural networks through a combination of practical and theoretical sessions.
After successfully completing the course through interactive classroom sessions, case studies, course videos and virtual lab projects, learners will be rewarded with an Artificial Intelligence and Machine Learning Certification by the Institute of Management Technology, Hyderabad. The course is offered in a weekend mode that suits working professionals.
The Highlights
- Certificate of completion
- 12 weeks duration
- Online course
- Weekend mode
- Interactive classroom sessions
- Case studies and videos
- Virtual Lab Projects
- case analysis, presentations,
- quizzes, project reports,
- group and individual assignments
Programme Offerings
- Certificate of completion
- 12 weeks duration
- Online Course
- Weekend mode
- Interactive Classroom Sessions
- Case studies and videos
- Virtual Lab Projects
- Case analysis
- Presentations
- quizzes
- Project Reports
- Group assignments
- individual Assignments.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IMT Hyderabad |
Artificial Intelligence and Machine Learning Certification Fees
| Course | Fee |
Artificial Intelligence and Machine Learning | Rs. 1,20,000 + taxes |
What you will learn
After completing the Artificial Intelligence and Machine Learning Certification Classes, you will gain knowledge about these topics:
- Introduction to Python Programming
- AI and ML Concepts
- Decision Trees and Random Forests
- Deep Learning
- Neural Networks
- Data Visualization
- Principles and Practice of ML
Who it is for
The course is appropriate for researchers, corporates, faculty of any discipline.
Admission Details
Given below are the steps to enroll in the Artificial Intelligence and Machine Learning Course:SSSS
Step 1: Go to the official website by clicking on the URL given below - https://www.imthyderabad.edu.in/executive-education/aiml
Step 2: Click on the "Admissions Open" option at the top right-hand corner of the page.
Step 3: Click on the "Apply Now" or "Candidate Login" option on the opening page.
Step 4: Fill in the online application form to proceed.
The Syllabus
- Introduction to Python Programming
- Key Python Libraries (NumPy, SciPy, Pandas, Colab)
- Refresher for Math Concepts (Online)
- Overview of AI and ML Concepts
- Learn to translate real-world problems in terms of
- AI/ML abstractions.
- Overview of Python and its libraries for ML (Pandas, Matplotlib etc)
- Demystifying ML
- ML Avatars
- Simple but elegant Algorithms
- Ideas about practical issues such as Overfitting etc.
- Learn about and apply standard AI/ML algorithms to
- create AI/ML applications.
- Formulating Real-World Problems for AI/ML
- Classification and Regression Problems
- Intuitive and Simple Algorithms
- Representation of the World and Real Data
- Linear Algorithms, Optimization and Training
- End-to-end Problem Solving
- Non-linear Solutions and MLP
- Gradient Descent and Backpropagation
- Decision Trees, Random Forests and Ensembles
- Implement practical solutions using Deep Learning
- Techniques and Toolchains.
- Visualization, Data Prep, Unsupervised Learning
- Principles and Practice of ML
- Support Vector Machines and Kernels
- Introduction to DL and Toolchain
- Convolutional Neural Networks
- Auto-Encoders
- Recurrent Neural Networks
- Overview of Advanced Topics in DL
- Human In the Loop Solutions, Deployment
Instructors
IMT Hyderabad Frequently Asked Questions (FAQ's)
Yes, the Artificial Intelligence and Machine Learning Training is a certificate course.
The classes will be offered in online mode on Saturdays and Sundays.
The course is led by the program director, Prof. Dr. R. Mahesh, Assistant Professor & Area Chairperson, Analytics & IT at IMT Hyderabad.
The Artificial Intelligence and Machine Learning Certification Course require 12 weeks in total for completion.